How to Distribute Load Effectively in Kubernetes

How to Distribute Load Effectively in Kubernetes Managing and distributing load in a Kubernetes cluster is key to ensuring system performance and reliability. Kubernetes offers several native features that help balance traffic and workload across nodes and pods. Why Load Distribution Matters Evenly distributed load improves: System responsiveness Resource utilization Cluster stability Cost-efficiency 1. Horizontal Pod Autoscaler (HPA) HPA automatically scales pods based on CPU/memory or custom metrics. kubectl autoscale deployment myapp --cpu-percent=50 --min=2 --max=10 Ensure metrics-server is installed for HPA to function. ...

August 20, 2025 · 2 min · 231 words · John Cena

Basic IPVS Commands for Linux Networking

Basic IPVS Commands for Linux Networking IPVS (IP Virtual Server) is a powerful load balancing solution integrated into the Linux kernel. It is often used in Kubernetes environments as an alternative to iptables for service routing when kube-proxy is in IPVS mode. This guide covers the most useful IPVS commands using ipvsadm. What is IPVS? IPVS operates at the transport layer and allows you to load balance TCP and UDP traffic using multiple algorithms like round-robin, least connections, and more. ...

August 15, 2025 · 2 min · 216 words · John Cena